Model Selection Management Systems: The Next Frontier of Advanced Analytics.
Arun KumarRobert McCannJeffrey F. NaughtonJignesh M. PatelPublished in: SIGMOD Rec. (2015)
Keyphrases
- model selection
- management system
- cross validation
- hyperparameters
- bayesian learning
- regression model
- parameter estimation
- mixture model
- statistical learning
- sample size
- feature selection
- selection criterion
- meta learning
- error estimation
- motion segmentation
- variable selection
- leave one out cross validation
- generalization error
- likelihood function
- data mining
- machine learning
- gaussian process
- bayesian methods
- statistical inference
- maximum likelihood
- bayesian information criterion
- probabilistic model
- model selection criteria